{
 "cells": [
  {
   "cell_type": "markdown",
   "source": [
    "# Batched Obstacles\n",
    "\n",
    "This notebook shows how to run fluid simulations with different obstacles in parallel.\n",
    "Here, we use a rectangular obstacle located at three different positions."
   ],
   "metadata": {
    "collapsed": false,
    "pycharm": {
     "name": "#%% md\n"
    }
   }
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "outputs": [],
   "source": [
    "from phi.flow import *"
   ],
   "metadata": {
    "collapsed": false,
    "pycharm": {
     "name": "#%%\n"
    }
   }
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "outputs": [],
   "source": [
    "OBSTACLE_X = tensor([15, 30, 50], batch('obstacle_pos'))\n",
    "OBSTACLE = Box(x=(OBSTACLE_X - 15, OBSTACLE_X + 15), y=(50, 70))"
   ],
   "metadata": {
    "collapsed": false,
    "pycharm": {
     "name": "#%%\n"
    }
   }
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "outputs": [
    {
     "data": {
      "text/plain": "<Figure size 864x360 with 3 Axes>"
     },
     "execution_count": 3,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "text/plain": "<Figure size 864x360 with 3 Axes>",
      "image/png": "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\n"
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "plot(OBSTACLE)"
   ],
   "metadata": {
    "collapsed": false,
    "pycharm": {
     "name": "#%%\n"
    }
   }
  },
  {
   "cell_type": "markdown",
   "source": [
    "The above plot shows the three obstacles which all have the same shape. Note that the position differs, as expected.\n",
    "\n",
    "Next, let's run an incompressible fluid simulation.\n",
    "Note that we can initialize the `smoke` density and `velocity` without the batch dimension `obstacle_pos`."
   ],
   "metadata": {
    "collapsed": false,
    "pycharm": {
     "name": "#%% md\n"
    }
   }
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "outputs": [],
   "source": [
    "def step(v, s, p, dt=1.):\n",
    "    s = advect.mac_cormack(s, v, dt) + INFLOW\n",
    "    buoyancy = s * (0, 0.1) @ v  # resamples smoke to velocity sample points\n",
    "    v = advect.semi_lagrangian(v, v, dt) + buoyancy * dt\n",
    "    v, p = fluid.make_incompressible(v, [OBSTACLE], Solve('auto', 1e-5, 0, x0=p))\n",
    "    return v, s, p\n",
    "\n",
    "velocity = StaggeredGrid((0, 0), 0, x=64, y=64, bounds=Box(x=100, y=100))\n",
    "smoke = CenteredGrid(0, extrapolation.BOUNDARY, x=200, y=200, bounds=Box(x=100, y=100))\n",
    "INFLOW = 0.2 * resample(Sphere(x=50, y=9.5, radius=5), smoke, soft=True)\n",
    "pressure = None\n",
    "\n",
    "for _ in range(10):\n",
    "    velocity, smoke, pressure = step(velocity, smoke, pressure)"
   ],
   "metadata": {
    "collapsed": false,
    "pycharm": {
     "name": "#%%\n"
    }
   }
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "outputs": [
    {
     "data": {
      "text/plain": "<Figure size 864x360 with 3 Axes>"
     },
     "execution_count": 7,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "text/plain": "<Figure size 864x360 with 3 Axes>",
      "image/png": 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\n"
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "plot(vis.overlay(smoke, OBSTACLE), show_color_bar=False)"
   ],
   "metadata": {
    "collapsed": false,
    "pycharm": {
     "name": "#%%\n"
    }
   }
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "outputs": [
    {
     "data": {
      "text/plain": "<Figure size 864x360 with 3 Axes>"
     },
     "execution_count": 9,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "text/plain": "<Figure size 864x360 with 3 Axes>",
      "image/png": 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\n"
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "for _ in range(100):\n",
    "    velocity, smoke, pressure = step(velocity, smoke, pressure)\n",
    "plot(vis.overlay(smoke, OBSTACLE), show_color_bar=False)"
   ],
   "metadata": {
    "collapsed": false,
    "pycharm": {
     "name": "#%%\n"
    }
   }
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 2
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython2",
   "version": "2.7.6"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 0
}